Programming and Geostatistical Analysis

04-GEO-MB2

Lecturer

Martin Wegmann

ECTS

5 ECTS

 

Aim

Programming and geostatistics for environmental data analysis will be introduced. Advantages of coding approaches are discussed, theory of coding and statistics covered and practical examples provided.

 

Content

Theoretical basics and practical examples of programming and geostatistics focused on application within remote sensing and GIS are covered. Basic functionality such as script structure, implementation, functions, loops as well as programming syntax using the R language are introduced. Moreover, statistical basics related to environmental analysis are covered ranging from spatial queries to spatial models, e.g. classification and regression.

 

Coding

Coding examples and individual work will be covered

Software

Various software programs will be used, but mainly OpenSource software such as R.

Techniques

Different techniques will be introduced and practically applied.

w

Content

The background and application of programming and statistics will be covered.

General Course News and Updates

Internship and Inno Lab Presentations

Internship and Inno Lab Presentations

On Tuesday, 31st of January at 13 p.m. we will have the following presentations: Moritz Roesch: Spectral compositing for mapping bare soil areas and soil organic carbon estimation in Germany - Internship at RSS GmbH Lallu Nikerthil Prathapan: Landuse/ building type...

read more
MSc defense by Luisa Wagner

MSc defense by Luisa Wagner

On Tuesday 17th of January at 12pm Luisa will present her M.Sc. thesis "Analysis of ice shelf front dynamics in Pine Island Bay (Antarctica) based on long-term SAR time series and deep learning". from the abstract: "Ice shelves, the floating extensions of glaciers and...

read more
MSc defense by Jana Maier

MSc defense by Jana Maier

On Tuesday 10th of January at 2:30 pm Jana will defend her M.Sc. thesis "Anticipating a Risky Future – Deep Neural Networks for Predictive Exposure Modeling". From the abstract: "Anticipating future geospatial population distribution is essential for numerous...

read more
EAGLEs visit DLR EOC

EAGLEs visit DLR EOC

After a long break due to covid we resumed the EAGLE visit of DLR EOC. Many EAGLEs from the current generation and quite some of the past (covid) generations joined this event and listened to many talks by DLR researchers. Some of the presenters were even former...

read more
Social event in the boulder gym

Social event in the boulder gym

Last week we spend a few hours in the boulder hall to enjoy a day without courses, do some climbing and have plenty of time to chat. Many EAGLEs from the current and old generations joint us as well as many lecturer. Beside the social event we also collected Lidar...

read more
MSc defense Caroline Busse

MSc defense Caroline Busse

On Tuesday 22nd of November at 1pm we will have the MSc thesis defense by Caroline on "Change Detection using Sentinel-1 and Sentinel-2 Time Series: A Comparison of Models for the Detection of Forest Disturbances." from the abstract: "Forests provide essential...

read more
New EAGLE Earth Observation professors

New EAGLE Earth Observation professors

We are very happy to welcome two new professors within the EAGLE M.Sc. program! Prof. Dr. Hannes Taubenböck and Prof. Dr. Tobias Ullmann will strengthen the urban remote sensing and radar earth observation within the EAGLE program. Various new courses are already...

read more
MSc defense by Larissa Gorzawski

MSc defense by Larissa Gorzawski

On Wednesday 5th of October at 2pm Larissa will present her M.Sc. thesis "Deep transfer learning on street-level imagery for classification of seismic building types in Lima, Peru". From the abstract: "Comprehensive exposure models for seismic risk assessment require...

read more
Share This